DocumentCode
2205625
Title
Adaptive Volterra series model for nonlinear sensor compensation
Author
Zhuang, Zhemin ; Cao, Qin ; Xiao, Wenhui
Author_Institution
Dept. of Electr. Eng., Shantou Univ., China
fYear
2004
fDate
21-25 June 2004
Firstpage
192
Lastpage
194
Abstract
Combining with the Volterra series model, this paper proposes a novel performance improvement method of nonlinear sensor. Volterra series model, which is considered as a nonlinear filter that can reduce the noise of sensor, presents an effective way for modeling and compensation of nonlinear sensor. The simulation in this paper shows that this scheme can improve the sensor performance effectually. Moreover, the scheme provides nonlinear sensor greater accuracy and environmental suitability.
Keywords
Volterra series; intelligent sensors; noise; nonlinear filters; performance evaluation; simulation; adaptive Volterra series model; noise reduction; nonlinear filter; nonlinear sensor compensation; Crosstalk; Intelligent sensors; Kernel; Mathematical model; Monitoring; Noise reduction; Nonlinear filters; Polynomials; Table lookup; Working environment noise;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Acquisition, 2004. Proceedings. International Conference on
Print_ISBN
0-7803-8629-9
Type
conf
DOI
10.1109/ICIA.2004.1373349
Filename
1373349
Link To Document